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Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation


Nov 12, 2022
Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov


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Graph Contrastive Learning with Implicit Augmentations


Nov 07, 2022
Huidong Liang, Xingjian Du, Bilei Zhu, Zejun Ma, Ke Chen, Junbin Gao


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Goal Exploration Augmentation via Pre-trained Skills for Sparse-Reward Long-Horizon Goal-Conditioned Reinforcement Learning


Oct 28, 2022
Lisheng Wu, Ke Chen

* Technical Report (submitted to a journal for publication): 10 pages, 17 figures 

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NVRadarNet: Real-Time Radar Obstacle and Free Space Detection for Autonomous Driving


Sep 29, 2022
Alexander Popov, Patrik Gebhardt, Ke Chen, Ryan Oldja, Heeseok Lee, Shane Murray, Ruchi Bhargava, Nikolai Smolyanskiy

* 7 pages, 6 figures, submitted to ICRA 2023 conference, for associated mpeg file, see https://youtu.be/WlwJJMltoJY 

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Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments


Sep 07, 2022
Ke Chen, Hao-Wen Dong, Yi Luo, Julian McAuley, Taylor Berg-Kirkpatrick, Miller Puckette, Shlomo Dubnov

* The 23rd International Society for Music Information Retrieval Conference, 2022 
* Camera Ready for Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022 

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Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization


Aug 03, 2022
Kangjun Liu, Ke Chen, Kui Jia

* Accepted by TIP, 15 pages, 8 figures, 11 tables 

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Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments


Jul 14, 2022
Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian McAuley, Taylor Berg-Kirkpatrick


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A Unifying Multi-sampling-ratio CS-MRI Framework With Two-grid-cycle Correction and Geometric Prior Distillation


May 14, 2022
Xiaohong Fan, Yin Yang, Ke Chen, Jianping Zhang, Ke Dong

* 12 pages 

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BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation


May 07, 2022
Zelin Xu, Yichen Zhang, Ke Chen, Kui Jia

* Accepted by IJCAI 2022 

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Fast Multi-grid Methods for Minimizing Curvature Energy


Apr 17, 2022
Zhenwei Zhang, Ke Chen, Yuping Duan


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